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Researcher profile

Mahantesh Halappanavar

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

    2023 · arXiv (Cornell University)

    Risk-sensitive reinforcement learning (RL) has garnered significant attention in recent years due to the growing interest in deploying RL agents in real-world scenarios. A critical aspect of risk awareness involves modeling highly rare risk events …

  2. Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems

    2023 · arXiv (Cornell University)

    Probabilistic breadth-first traversals (BPTs) are used in many network science and graph machine learning applications. In this paper, we are motivated by the application of BPTs in stochastic diffusion-based graph problems such as influence maximization. …